notesum.ai
Published at November 11Machine vision-aware quality metrics for compressed image and video assessment
cs.CV
cs.AI
Released Date: November 11, 2024
Authors: Mikhail Dremin1, Konstantin Kozhemyakov1, Ivan Molodetskikh1, Malakhov Kirill2, Artur Sagitov, Dmitriy Vatolin1
Aff.: 1Lomonosov Moscow State University; 2Huawei Technologies Co., Ltd.

| Method |
Best IQA/VQA metric
results among tested |
|||
|---|---|---|---|---|
| Task | Dataset |
Target
algorithm |
PLCC | SRCC |
| Object Detection | COCO | YOLOv5s | 0.21 | 0.24 |
| Face Detection | WIDER | YOLO5Face | 0.25 | 0.33 |
| Car plate Detection | CCPD | YOLO5Face | 0.25 | 0.33 |